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Improved RJMCMC point process sampler for object detection on images by simulated annealing

 Mathias Ortner , Xavier Descombes , Josiane Zerubia
RR-4900, INRIA. 2003
Rapport inria-00071683v1
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Statistical Characterization, Modelling and Classification of Morphological Changes in imp Mutant Drosophila Gamma Neurons

 Agustina Razetti , Xavier Descombes , Caroline Medioni , Florence Besse
BIOSTEC 2016 - The 9h International Joint Conference on Biomedical Engineering Systems and Technologies, Feb 2016, Rome, Italy
Communication dans un congrès hal-01290499v1
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TREE SPECIES CLASSIFICATION USING RADIOMETRY, TEXTURE AND SHAPE BASED FEATURES

 Maria Kulikova , Meena Mani , Anuj Srivastava , Xavier Descombes , Josiane Zerubia
EUSIPCO, Sep 2007, Poznan, Poland
Communication dans un congrès inria-00465505v1

A stochastic framework to model axon interactions within growing neuronal populations

 Agustina Razetti , Caroline Medioni , Grégoire Malandain , Florence Besse , Xavier Descombes
PLoS Computational Biology, 2018, 14 (12), pp.e1006627
Article dans une revue hal-01953244v1
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Building Extraction and Change Detection in Multitemporal Aerial and Satellite Images in a Joint Stochastic Approach

 Csaba Benedek , Xavier Descombes , Josiane Zerubia
[Research Report] RR-7143, INRIA. 2009
Rapport inria-00426615v3
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Multiple Birth and Cut Algorithm for Multiple Object Detection

 Ahmed Gamal Eldin , Xavier Descombes , Guillaume Charpiat , Josiane Zerubia
Journal of Multimedia Processing and Technologies, 2012
Article dans une revue hal-00616371v1
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Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics

 Csaba Benedek , Xavier Descombes , Josiane Zerubia
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, 34 (1), pp.33-50. ⟨10.1109/TPAMI.2011.94⟩
Article dans une revue hal-00730552v1
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A structural approach for 3D building reconstruction

 Florent Lafarge , Xavier Descombes , Josiane Zerubia , Marc Pierrot-Deseilligny
[Research Report] RR-6048, INRIA. 2006, pp.37
Rapport inria-00114338v2
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Tree crown detection in high resolution optical images during the early growth stages of eucalyptus plantations in Brazil

 Jia Zhou , Christophe Proisy , Xavier Descombes , Josiane Zerubia , Guerric Le Maire , et al.
ACPR, Nov 2011, Pékin, China
Communication dans un congrès hal-00740973v1
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Building reconstruction from a single DEM

 Florent Lafarge , Xavier Descombes , Josiane Zerubia , Marc Pierrot-Deseilligny
Computer Vision and Pattern Recognition (CVPR), Jun 2008, Anchorage, United States
Communication dans un congrès hal-00781733v1
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Conditional mixed-state model for structural change analysis from very high resolution optical images

 Benjamin Belmudez , Veronique Prinet , Jian-Feng Yao , Patrick Bouthemy , Xavier Descombes
2009 IEEE International Geosciences and Remote Sensing Symposium, Jul 2009, Cape Town, South Africa
Communication dans un congrès inria-00398062v1
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Extraction et caractérisation de régions saines et pathologiques à partir de micro-tomographie RX du système vasculaire cérébral

 Xavier Descombes , Ahmed Gamal Eldin , Franck Plouraboué , Caroline Fonta , Raphaël Serduc , et al.
GRETSI, Sep 2011, Bordeaux, France
Communication dans un congrès inria-00625525v1
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An efficient optimizer for simple point process models

 Ahmed Gamal Eldin , Guillaume Charpiat , Xavier Descombes , Josiane Zerubia
SPIE, Computational Imaging XI, Feb 2013, Burlingame, California, United States. ⟨10.1117/12.2009238⟩
Communication dans un congrès hal-00801448v1

Discrete stochastic model for the generation of axonal trees.

 Alejandro Mottini , Xavier Descombes , Florence Besse , Eugene Pechersky
Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2014, 2014, pp.6814-7
Article dans une revue hal-01117488v1
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A fast multiple birth and cut algorithm using belief propagation

 Ahmed Gamal Eldin , Xavier Descombes , Guillaume Charpiat , Josiane Zerubia
ICIP 2011 (International Conference on Image Processing), Sep 2011, Bruxelles, Belgium
Communication dans un congrès inria-00592446v1

Stochastic geometry for image analysis

 Xavier Descombes
Xavier Descombes. Wiley-ISTE, pp.384, 2011, 978-1-84821-240-4
Ouvrages hal-00793677v1
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Automatic building extraction from DEMs using an object approach and application to the 3D-city modeling

 Florent Lafarge , Xavier Descombes , Josiane Zerubia , Marc Pierrot-Deseilligny
ISPRS Journal of Photogrammetry and Remote Sensing, 2008, 63 (3), pp.365-381. ⟨10.1016/j.isprsjprs.2007.09.003⟩
Article dans une revue hal-00781689v1
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Multiple objects detection in biological images using a marked point process framework

 Xavier Descombes
Methods, 2016, ⟨10.1016/j.ymeth.2016.09.009⟩
Article dans une revue hal-01383165v1

Automating reflectance confocal microscopy image analysis for dermatological research: a review

 Imane Lboukili , Xavier Descombes , Georgios N Stamatas
Journal of Biomedical Optics, 2022, 27 (07), ⟨10.1117/1.JBO.27.7.070902⟩
Article dans une revue hal-03737636v1
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A marked point process model with strong prior shape information for extraction of multiple, arbitrarily-shaped objects.

 Maria Kulikova , Ian Jermyn , Xavier Descombes , Josiane Zerubia , Elena Zhizhina
SITIS, Nov 2009, Marakech, Morocco. 7 p
Communication dans un congrès inria-00436320v1

Markov Models and MCMC Algorithms in Image Processing

 Xavier Descombes
Rama Chelappa. Academic Press Library in Signal Processing, 4, Elsevier Ltd, 2014, Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech 978-0-12-396501-1
Chapitre d'ouvrage hal-00904989v1
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Identifying regions of interest in whole slide images of renal cell carcinoma

 Mohammed Lamine Benomar , Nesma Settouti , Eric Debreuve , Xavier Descombes , Damien Ambrosetti
Research on Biomedical Engineering, 2021, ⟨10.1007/s42600-021-00178-9⟩
Article dans une revue hal-03449988v1
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Méthodes stochastiques en analyse d'image : des champs de Markov aux processus ponctuels marqués

 Xavier Descombes
Interface homme-machine [cs.HC]. Université Nice Sophia Antipolis, 2004
HDR tel-00506084v1
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A hybrid approach combining cnns and variational modelling for blind image denoising

 Rim Rekik Dit Nekhili , Xavier Descombes , Luca Calatroni
2022
Pré-publication, Document de travail hal-03596605v1

Applications de la géometrie stochastique à l'analyse d'images

 Florent Chatelain , Xavier Descombes , Florent Lafarge , Christian Lantuéjoul , Clement Mallet , et al.
Xavier Descombes. Hermes Science-Lavoisier, pp.250, 2011, 978-2-7462-2145-1
Ouvrages hal-00793674v1
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Morphological Analysis and Feature Extraction of Neurons from Mouse Cortices Multiscale 3D Microscopic Images

 Alexis Zubiolo , Kawssar Harb , Michèle Studer , Eric Debreuve , Xavier Descombes
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), IEEE Engineering in Medicine and Biology Society (EMBS), Aug 2015, Milan, Italy. ⟨10.1109/EMBC.2015.7320118⟩
Communication dans un congrès hal-01176966v1
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Multi-scale analysis of skin hyper-pigmentation evolution

 Sylvain Prigent , Xavier Descombes , Didier Zugaj , Laurent Petit , Josiane Zerubia
ICIP - International Conf. on Image Processing, Sep 2013, Melbourne, Australia
Communication dans un congrès hal-00841460v1
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Estimation des paramètres de modèles de processus ponctuels marqués pour l'extraction d'objets en imagerie spatiale et aérienne haute résolution

 Saima Ben Hadj , Florent Chatelain , Xavier Descombes , Josiane Zerubia
[Rapport de recherche] RR-7350, INRIA. 2010, pp.81
Rapport inria-00508431v1
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An adaptive simulated annealing cooling schedule for object detection in images

 Mathias Ortner , Xavier Descombes , Josiane Zerubia
[Research Report] RR-6336, INRIA. 2007, pp.26
Rapport inria-00181764v5
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Reconstruction 3D du bâti à partir d'une seule image par naissances et morts multiples

 Jean-Denis Durou , Xavier Descombes , Pavel Lukashevish , Alianxandr Kraushonak
GRETSI, Sep 2011, Bordeaux, France
Communication dans un congrès inria-00625527v1
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